For hypothesis testing, a great discussion of design and proper analyses for biologists/ecologists using ANOVA is available in:
Underwood, AJ. 1997. Experiments in Ecology: Their Logical Design and Interpretation Using Analysis of Variance. Cambridge University Press: Cambridge.